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Yingtao Luo
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Year
STAN: Spatio-Temporal Attention Network for Next Location Recommendation
Y Luo, Q Liu, Z Liu
WWW '21: Proceedings of the Web Conference, 2177-2185, 2021
3212021
Symbolic genetic algorithm for discovering open-form partial differential equations (SGA-PDE)
Y Chen, Y Luo, Q Liu, H Xu, D Zhang
Physical Review Research 4 (2), 023174, 2022
712022
AdaMCT: adaptive mixture of CNN-transformer for sequential recommendation
J Jiang, P Zhang, Y Luo, C Li, JB Kim, K Zhang, S Wang, X Xie, S Kim
CIKM '23: Proceedings of the ACM International Conference on Information and …, 2023
442023
Probability-density-based deep learning paradigm for the fuzzy design of functional metastructures
YT Luo, PQ Li, DT Li, YG Peng, ZG Geng, SH Xie, Y Li, A Alù, J Zhu, ...
Research (A Science Partner Journal) 2020, 2020
442020
GSLB: the graph structure learning benchmark
Z Li, X Sun, Y Luo, Y Zhu, D Chen, Y Luo, X Zhou, Q Liu, S Wu, L Wang, ...
NeurIPS'23: Advances in Neural Information Processing Systems 36, 2024
262024
Deep spatial representation learning of polyamide nanofiltration membranes
Z Zhang, Y Luo, H Peng, Y Chen, RZ Liao, Q Zhao
Journal of Membrane Science, 2020
232020
Sequential recommendation with bidirectional chronological augmentation of transformer
J Jiang, Y Luo, JB Kim, K Zhang, S Kim
arXiv preprint arXiv:2112.06460 90, 2021
182021
Learning Differential Operators for Interpretable Time Series Modeling
Y Luo, C Xu, Y Liu, W Liu, S Zheng, J Bian
KDD '22: Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and …, 2022
102022
Physics-Guided Discovery of Highly Nonlinear Parametric Partial Differential Equations
Y Luo, Q Liu, Y Chen, W Hu, J Zhu
KDD '23: Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and …, 2023
9*2023
RMT-Net: Reject-aware multi-task network for modeling missing-not-at-random data in financial credit scoring
Q Liu, Y Luo, S Wu, Z Zhang, X Yue, H Jin, L Wang
IEEE Transactions on Knowledge and Data Engineering 35 (7), 7427-7439, 2022
92022
BayOTIDE: Bayesian Online Multivariate Time series Imputation with functional decomposition
S Fang, Q Wen, Y Luo, S Zhe, L Sun
ICML'24: International Conference on Machine Learning, 2023
72023
Deep Stable Representation Learning on Electronic Health Records
Y Luo, Z Liu, Q Liu
ICDM '22: Proceedings of the IEEE International Conference on Data Mining 1 …, 2022
52022
Contextualized Policy Recovery: Modeling and Interpreting Medical Decisions with Adaptive Imitation Learning
J Deuschel, CN Ellington, Y Luo, BJ Lengerich, P Friederich, EP Xing
ICML'24: International Conference on Machine Learning, 2023
42023
Improving Multi-Interest Network with Stable Learning
Z Liu, Y Luo, D Zeng, Q Liu, D Chang, D Kong, Z Chen
arXiv preprint arXiv:2207.07910, 2022
22022
Balancing locality and reconstruction in protein structure tokenizer
J Zhang, B Meynard-Piganeau, J Gong, X Cheng, Y Luo, H Ly, L Song, ...
bioRxiv, 2024.12. 02.626366, 2024
12024
Fairness without Demographics on Electronic Health Records
Y Luo, Z Li, Q Liu, J Zhu
AAAI 2024 Spring Symposium on Clinical Foundation Models, 2024
12024
Fairness without Demographics through Learning Graph of Gradients
Y Luo, Z Li, Q Liu, J Zhu
KDD '25: Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and …, 2024
2024
scLong: A Billion-Parameter Foundation Model for Capturing Long-Range Gene Context in Single-Cell Transcriptomics
D Bai, S Mo, R Zhang, Y Luo, J Gao, JP Yang, Q Wu, D Singh, H Rahmani, ...
bioRxiv, 2024.11. 09.622759, 2024
2024
Your Diffusion Model is Secretly a Noise Classifier and Benefits from Contrastive Training
Y Wu, Y Luo, X Kong, EE Papalexakis, GV Steeg
NeurIPS'24: Advances in Neural Information Processing Systems 37, 2024
2024
From One to Zero: RAG-IM Adapts Language Models for Interpretable Zero-Shot Predictions on Clinical Tabular Data
S Mahbub, C Ellington, S Alinejad, K Wen, Y Luo, B Lengerich, EP Xing
NeurIPS 2024 Third Table Representation Learning Workshop, 2024
2024
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Articles 1–20